Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-12 0.251969 0.282139 0.315889 0.356718 0.405144 0.461216 0.531745
2025-01-19 0.197300 0.235209 0.281557 0.343458 0.425651 0.533611 0.690738
2025-01-26 0.176621 0.220925 0.279006 0.363159 0.486413 0.668294 0.974410
2025-02-02 0.167197 0.217838 0.288356 0.398305 0.574961 0.867849 1.444616
2025-02-09 0.156190 0.210073 0.288783 0.419125 0.645828 1.063465 2.022463
2025-02-16 0.145772 0.201233 0.285532 0.432500 0.706732 1.264032 2.757551
2025-02-23 0.134609 0.189624 0.275904 0.432694 0.742854 1.429320 3.555380
2025-03-02 0.120763 0.172268 0.254634 0.408307 0.724076 1.464290 4.007014
2025-03-09 0.111675 0.161503 0.242918 0.399348 0.734987 1.576632 4.864668
2025-03-16 0.104210 0.152623 0.233319 0.392716 0.749232 1.705065 5.984245
2025-03-23 0.099581 0.147952 0.230438 0.398692 0.794051 1.944987 8.121584
2025-03-30 0.092314 0.138242 0.217558 0.382282 0.780407 1.997001 9.320471
2025-04-06 0.084957 0.128166 0.203675 0.363187 0.759269 2.028628 10.637911
2025-04-13 0.078894 0.119968 0.192668 0.349125 0.749387 2.103175 12.707123
2025-04-20 0.077570 0.119910 0.196877 0.369155 0.839318 2.635422 22.954770
2025-04-27 0.077921 0.122826 0.207111 0.405081 0.991569 3.635766 59.984408
2025-05-04 0.076573 0.122504 0.210860 0.426383 1.108925 4.666843 167.746763
2025-05-11 0.074570 0.120780 0.211515 0.440077 1.207555 5.792287 623.446816
2025-05-18 0.071581 0.116944 0.207319 0.440275 1.256820 6.679646 2994.866383
2025-05-25 0.066822 0.109405 0.194550 0.415306 1.197637 6.540713 5170.138581
2025-06-01 0.063661 0.104793 0.187788 0.406137 1.201806 7.045941 76389.667107
2025-06-08 0.060921 0.100841 0.182152 0.399350 1.214466 7.697825 NaN
2025-06-15 0.059317 0.099022 0.181071 0.405466 1.287596 9.294935 NaN